ACL 2024: all accepted papers
- PITA: Prompting Task Interaction for Argumentation Mining ↗Yang Sun, Muyi Wang, Jianzhu Bao et al. · Long Papers2 citations
- Parallel Structures in Pre-training Data Yield In-Context Learning ↗Yanda Chen, Chen Zhao, Zhou Yu et al. · Long Papers2 citations
- Pareto Optimal Learning for Estimating Large Language Model Errors ↗Theodore Zhao, Mu Wei, J. Preston et al. · Long Papers2 citations
- PixT3: Pixel-based Table-To-Text Generation ↗Iñigo Alonso, Eneko Agirre, Mirella Lapata · Long Papers2 citations
- Prompted Aspect Key Point Analysis for Quantitative Review Summarization ↗An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh et al. · Long Papers2 citations
- Quantifying Generalizations: Exploring the Divide Between Human and LLMs' Sensitivity to Quantification ↗Claudia Collacciani, Giulia Rambelli, Marianna Bolognesi · Long Papers2 citations
- Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ↗Xiaolong Wang, Yile Wang, Yuanchi Zhang et al. · Long Papers2 citations
- RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions ↗Prayushi Faldu, Indrajit Bhattacharya, Mausam · Long Papers2 citations
- SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation ↗Matthias Lindemann, Alexander Koller, Ivan Titov · Long Papers2 citations
- Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack ↗Yu Fu, Yufei Li, Wen Xiao et al. · Long Papers2 citations
- Self-Augmented In-Context Learning for Unsupervised Word Translation ↗Yaoyiran Li, Anna Korhonen, Ivan Vulić · Short Papers2 citations
- Semisupervised Neural Proto-Language Reconstruction ↗Liang Lu, Peirong Xie, David Mortensen · Long Papers · 🏆 Best Paper Award2 citations
- Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research ↗Surangika Ranathunga, Nisansa De Silva, Dilith Jayakody et al. · Short Papers2 citations
- Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation ↗Zheng Wei Lim, Ekaterina Vylomova, Trevor Cohn et al. · Short Papers2 citations
- SparseFlow: Accelerating Transformers by Sparsifying Information Flows ↗Yeachan Kim, SangKeun Lee · Long Papers2 citations
- Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation ↗Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf et al. · Long Papers2 citations
- Speaker Verification in Agent-generated Conversations ↗Yizhe Yang, Palakorn Achananuparp, Heyan Huang et al. · Long Papers2 citations
- Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? ↗Roshan Sharma, Suwon Shon, Mark Lindsey et al. · Long Papers2 citations
- SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ↗Kexin Wang, Jiahong Zhang, Yong Ren et al. · Long Papers2 citations
- Surgical Feature-Space Decomposition of LLMs: Why, When and How? ↗Arnav Chavan, Nahush Lele, Deepak Gupta · Long Papers2 citations
- Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs ↗Zae Myung Kim, Kwang Lee, Preston Zhu et al. · Long Papers2 citations
- Toward In-Context Teaching: Adapting Examples to Students' Misconceptions ↗Alexis Ross, Jacob Andreas · Long Papers2 citations
- Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ↗Mingxin Li, Richong Zhang, Zhijie Nie · Long Papers2 citations
- Tracking the Newsworthiness of Public Documents ↗Alexander Spangher, Serdar Tumgoren, Ben Welsh et al. · Long Papers2 citations
- Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ↗Senyu Li, Bradley Hauer, Ning Shi et al. · Long Papers2 citations
- Two Issues with Chinese Spelling Correction and A Refinement Solution ↗Changxuan Sun, Linlin She, Xuesong Lu · Short Papers2 citations
- Uncertainty-Guided Modal Rebalance for Hateful Memes Detection ↗Chuanpeng Yang, Yaxin Liu, Fuqing Zhu et al. · Long Papers2 citations
- Unlearning Traces the Influential Training Data of Language Models ↗Masaru Isonuma, Ivan Titov · Long Papers2 citations
- WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ↗Haolin Deng, Chang Wang, Xin Li et al. · Long Papers2 citations
- Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback ↗Maria Lerner, Florian Dorner, Elliott Ash et al. · Long Papers2 citations
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ↗Yifeng Ding, Jiawei Liu, Yuxiang Wei et al. · Long Papers2 citations
- A Causal Approach for Counterfactual Reasoning in Narratives ↗Feiteng Mu, Wenjie Li · Long Papers1 citation
- ATLAS: Improving Lay Summarisation with Attribute-based Control ↗Zhihao Zhang, Tomas Goldsack, Carolina Scarton et al. · Short Papers1 citation
- ActionIE: Action Extraction from Scientific Literature with Programming Languages ↗Xianrui Zhong, Yufeng Du, Siru Ouyang et al. · Long Papers1 citation
- Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models ↗Qihang Ai, Jiafan Li, Jincheng Dai et al. · Long Papers1 citation
- Aligning Large Language Models via Fine-grained Supervision ↗Dehong Xu, Liang Qiu, Minseok Kim et al. · Short Papers1 citation
- American Sign Language Handshapes Reflect Pressures for Communicative Efficiency ↗Kayo Yin, Terry Regier, Dan Klein · Long Papers1 citation
- Analysing The Impact of Sequence Composition on Language Model Pre-Training ↗Yu Zhao, Yuanbin Qu, Konrad Staniszewski et al. · Long Papers1 citation
- Analysis of Multi-Source Language Training in Cross-Lingual Transfer ↗Seonghoon Lim, Taejun Yun, Jinhyeon Kim et al. · Long Papers1 citation
- Are LLMs classical or nonmonotonic reasoners? Lessons from generics ↗Alina Leidinger, Robert Van Rooij, Ekaterina Shutova · Short Papers1 citation
- Automatic and Human-AI Interactive Text Generation (with a focus on Text Simplification and Revision) ↗Yao Dou, Philippe Laban, Claire Gardent et al. · Tutorial Abstracts1 citation
- BIPED: Pedagogically Informed Tutoring System for ESL Education ↗Soonwoo Kwon, Sojung Kim, Minju Park et al. · Long Papers1 citation
- Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries ↗Jolie Zhou, Camille Cole, Annie Chen · Student Research Workshop1 citation
- Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation ↗Tianqi Zhong, Zhaoyi Li, Quan Wang et al. · Long Papers1 citation
- Beyond Recognising Entailment: Formalising Natural Language Inference from an Argumentative Perspective ↗Ameer Saadat-Yazdi, Nadin Kökciyan · Long Papers1 citation
- Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ↗Xiaochen Gao, Feng Yao, Kewen Zhao et al. · Long Papers1 citation
- Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model ↗Haowei Du, Chen Li, Dinghao Zhang et al. · Short Papers1 citation
- Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective ↗Biaoyan Fang, Ritvik Dinesh, Xiang Dai et al. · Short Papers1 citation
- Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length ↗Nur Lan, Emmanuel Chemla, Roni Katzir · Long Papers1 citation
- CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers ↗Longwei Zou, Qingyang Wang, Han Zhao et al. · Long Papers1 citation
- Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People ↗Dun-Ming Huang, Pol Van Rijn, Ilia Sucholutsky et al. · Long Papers1 citation
- CheckersGPT: Learning World Models through Language Modeling ↗Abhinav Joshi, Vaibhav Sharma, Ashutosh Modi · Student Research Workshop1 citation
- Collaboration or Corporate Capture? Quantifying NLP's Reliance on Industry Artifacts and Contributions ↗Will Aitken, Mohamed Abdalla, Karen Rudie et al. · Long Papers1 citation
- Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning ↗Philipp Mondorf, Barbara Plank · Long Papers1 citation
- Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals ↗Francesco Ortu, Zhijing Jin, Diego Doimo et al. · Long Papers1 citation
- DeVAn: Dense Video Annotation for Video-Language Models ↗Tingkai Liu, Yunzhe Tao, Haogeng Liu et al. · Long Papers1 citation
- Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ↗Yue Wang, Qiliang Liang, Yaqi Yin et al. · Long Papers1 citation
- Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse RelationsYisong Miao, Hongfu Liu, Wenqiang Lei et al. · Long Papers · 🏆 SAC Award: Discourse and Pragmatics1 citation · our summary
- Does the structure of textual content have an impact on language models for automatic summarization? ↗Eve Sauvage, Sabrina Campano, Lydia Ouali et al. · Student Research Workshop1 citation
- Don't Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models ↗Anna Bavaresco, Alberto Testoni, Raquel Fernández · Short Papers1 citation
- DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information ↗Artem Bobrov, Domantas Saltenis, Zhaoyue Sun et al. · System Demonstrations1 citation
- EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models ↗Yixin Ou, Ningyu Zhang, Honghao Gui et al. · System Demonstrations1 citation
- Emergent Word Order Universals from Cognitively-Motivated Language Models ↗Tatsuki Kuribayashi, Ryo Ueda, Ryo Yoshida et al. · Long Papers1 citation
- Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ↗Ting Wu, Jingyi Liu, Rui Zheng et al. · Long Papers1 citation
- Estimating Agreement by Chance for Sequence Annotation ↗Diya Li, Carolyn Rose, Ao Yuan et al. · Long Papers1 citation
- Explicating the Implicit: Argument Detection Beyond Sentence Boundaries ↗Paul Roit, Aviv Slobodkin, Eran Hirsch et al. · Long Papers1 citation
- Extreme Miscalibration and the Illusion of Adversarial Robustness ↗Vyas Raina, Samson Tan, Volkan Cevher et al. · Long Papers1 citation
- Faithful Chart Summarization with ChaTS-Pi ↗Syrine Krichene, Francesco Piccinno, Fangyu Liu et al. · Long Papers1 citation
- Feature-Adaptive and Data-Scalable In-Context Learning ↗Jiahao Li, Quan Wang, Licheng Zhang et al. · Long Papers1 citation
- Feriji: A French-Zarma Parallel Corpus, Glossary & Translator ↗Mamadou Keita, Elysabhete Ibrahim, Habibatou Alfari et al. · Student Research Workshop1 citation
- Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ↗Jiachun Li, Pengfei Cao, Chenhao Wang et al. · Long Papers1 citation
- Framing in the Presence of Supporting Data: A Case Study in U.S. Economic News ↗Alexandria Leto, Elliot Pickens, Coen Needell et al. · Long Papers1 citation
- Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions ↗Max Dallabetta, Conrad Dobberstein, Adrian Breiding et al. · System Demonstrations1 citation
- GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews ↗Maxime Darrin, Ines Arous, Pablo Piantanida et al. · Long Papers1 citation
- GenGO: ACL Paper Explorer with Semantic Features ↗Sotaro Takeshita, Simone Ponzetto, Kai Eckert · System Demonstrations1 citation
- Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ↗Tuc Nguyen, Thai Le · Long Papers1 citation
- Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks ↗João Bordalo, Vasco Ramos, Rodrigo Valério et al. · Long Papers1 citation
- Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer ↗Yongxin Zhu, Dan Su, Liqiang He et al. · Long Papers1 citation
- GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? ↗Dayoon Ko, Jinyoung Kim, Hahyeon Choi et al. · Long Papers1 citation
- Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech ↗Adrien Pupier, Maximin Coavoux, Jérôme Goulian et al. · Short Papers1 citation
- Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!Stefano Perrella, Lorenzo Proietti, Alessandro Scirè et al. · Long Papers1 citation · our summary
- Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ↗Hyeonseok Kang, Hyein Seo, Jeesu Jung et al. · Short Papers1 citation
- GunStance: Stance Detection for Gun Control and Gun Regulation ↗Nikesh Gyawali, Iustin Sirbu, Tiberiu Sosea et al. · Long Papers1 citation
- How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ↗Andreas Waldis, Yufang Hou, Iryna Gurevych · Long Papers1 citation
- ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ↗Jiahe Song, Hongxin Ding, Zhiyuan Wang et al. · System Demonstrations1 citation
- Interpretability of Language Models via Task Spaces ↗Lucas Weber, Jaap Jumelet, Elia Bruni et al. · Long Papers1 citation
- Isotropy, Clusters, and Classifiers ↗Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh · Short Papers1 citation
- ItD: Large Language Models Can Teach Themselves Induction through Deduction ↗Wangtao Sun, Haotian Xu, Xuanqing Yu et al. · Long Papers1 citation
- Iterative Forward Tuning Boosts In-Context Learning in Language Models ↗Jiaxi Yang, Binyuan Hui, Min Yang et al. · Long Papers1 citation
- Knowledge Editing of Large Language Models Unconstrained by Word Order ↗Ryoma Ishigaki, Jundai Suzuki, Masaki Shuzo et al. · Student Research Workshop1 citation
- LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ↗Yilong Chen, Junyuan Shang, Zhenyu Zhang et al. · Long Papers1 citation
- Label-Efficient Model Selection for Text Generation ↗Shir Ashury Tahan, Ariel Gera, Benjamin Sznajder et al. · Long Papers1 citation
- Language Model Adaption for Reinforcement Learning with Natural Language Action Space ↗Jiangxing Wang, Jiachen Li, Xiao Han et al. · Long Papers1 citation
- Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks ↗Yingji Zhang, Danilo Carvalho, Andre Freitas · Long Papers1 citation
- Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ↗Zeqi Tan, Yongliang Shen, Xiaoxia Cheng et al. · Long Papers1 citation
- Lightweight reranking for language model generations ↗Siddhartha Jain, Xiaofei Ma, Anoop Deoras et al. · Long Papers1 citation
- Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition ↗Matteo Bortoletto, Constantin Ruhdorfer, Adnen Abdessaied et al. · Long Papers1 citation
- Linear-time Minimum Bayes Risk Decoding with Reference Aggregation ↗Jannis Vamvas, Rico Sennrich · Short Papers1 citation
- LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP ↗Danlu Chen, Freda Shi, Aditi Agarwal et al. · Long Papers1 citation
- MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ↗Inderjeet Nair, Lu Wang · Long Papers · 🏆 SAC Award: Semantics(Sentence-level Semantics, Textual Inference and Other areas)1 citation
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